We use the Structural Similarity Index metric (SSIM) [1]} and Inception Score metric (IS) [2]} which are widely accepted metrics for evaluation of images generated by GANs. SSIM predicts the similarity between two images, where the higher the score the better the network is in generating realistic images. The Inception Score compares the quality of an image to human level grading, and is sensitive to blurring in an image.
